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knowledge-extractor

Analyze completed project logs to generate structured EXTRACTIONS.md recommendations.

4|Updated Dec 31, 2025
Search Tags:#governance#review#contracts#analyze#project-history#extractions#knowledge-reuse
One-click install
npx skills add https://github.com/dudusoar/skillOS --skill knowledge-extractor-dudusoar
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-extractor
Source: https://github.com/dudusoar/skillOS/tree/main/.claude/skills/knowledge-extractor
Command: npx skills add https://github.com/dudusoar/skillOS --skill knowledge-extractor-dudusoar

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Analyzes completed projects to identify generalizable patterns and reusable knowledge that can be turned into learnings for future skills.

Core Features & Use Cases

  • Patterns extraction: identifies recurring workflows, decisions, and domain knowledge that can generalize across projects.
  • Guidance generation: outputs structured extraction recommendations (EXTRACTIONS.md) for review.
  • Non-execution: strictly analyzes and proposes changes; user approves updates via skill-updater.

Quick Start

Run the knowledge-extractor after project completion to generate a structured EXTRACTIONS.md with recommendations.

Frequently Asked Questions about knowledge-extractor

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract reusable knowledge from completed project history and logs?▼

To extract reusable knowledge from project history, analyze completed project logs like LOG.md and CLAUDE.md to identify generalizable patterns and workflows. This process reviews update logs to generate actionable extraction recommendations for future use.

What is the process for turning project learnings into structured extraction recommendations?▼

Turning project learnings into extraction recommendations involves a seven-step process that analyzes project history to identify recurring decisions and domain knowledge. It outputs a structured EXTRACTIONS.md file ready for review under contract guidelines.

Can I automatically apply extracted project patterns to update my governance contracts?▼

No, you cannot automatically apply extracted project patterns to governance contracts. The knowledge extraction process strictly analyzes and proposes changes; users must review and approve updates via a separate skill-updater tool.

When do I need to run a knowledge extraction analysis on my project files?▼

You need to run a knowledge extraction analysis after project completion to capture generalizable patterns. Analyzing project history at this stage ensures you identify reusable workflows and domain knowledge before transitioning to new projects.

What project files are required to generate a structured EXTRACTIONS.md for review?▼

Generating a structured EXTRACTIONS.md requires project history files such as LOG.md, CLAUDE.md, and update logs. These files provide the necessary project context to identify recurring workflows and output extraction recommendations.

Does knowledge extraction work for identifying domain knowledge across multiple software projects?▼

Yes, knowledge extraction works for identifying domain knowledge across multiple software projects by analyzing recurring workflows and decisions. It generalizes these patterns to produce structured recommendations for knowledge reuse in future skills.

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